Towards a supervised classification of neocortical interneuron morphologies

Inhibitory Interneurons and their Circuit Motifs in the Many Layers of the Barrel Cortex

(2018) Dirk Feldmeyer et al.   NEUROSCIENCE

Win–win data sharing in neuroscience

(2017) Giorgio A Ascoli et al.   NATURE METHODS

Neuronal cell-type classification: challenges, opportunities and the path forward

(2017) Hongkui Zeng et al.   NATURE REVIEWS NEUROSCIENCE

Our path to better science in less time using open data science tools

(2017) Julia S. Stewart Lowndes et al.   Nature Ecology & Evolution

Adult mouse cortical cell taxonomy revealed by single cell transcriptomics

(2016) Bosiljka Tasic et al.   NATURE NEUROSCIENCE

GABAergic Interneurons in the Neocortex: From Cellular Properties to Circuits

(2016) Robin Tremblay et al.   NEURON

Morphological Neuron Classification Using Machine Learning

(2016) Xavier Vasques et al.   Frontiers in Neuroanatomy

Data Publications Correlate with Citation Impact

(2016) Florian Leitner et al.   Frontiers in Neuroscience

Reconstruction and Simulation of Neocortical Microcircuitry

(2015) Henry Markram et al.   CELL

BigNeuron: Large-Scale 3D Neuron Reconstruction from Optical Microscopy Images

(2015) Hanchuan Peng et al.   NEURON

Principles of connectivity among morphologically defined cell types in adult neocortex

(2015) X. Jiang et al.   SCIENCE

Towards the automatic classification of neurons

(2015) Rubén Armañanzas et al.   TRENDS IN NEUROSCIENCES

The neocortical microcircuit collaboration portal: a resource for rat somatosensory cortex

(2015) Srikanth Ramaswamy et al.   Frontiers in Neural Circuits

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Statistical analysis and data mining of digital reconstructions of dendritic morphologies

(2014) Sridevi Polavaram et al.   Frontiers in Neuroanatomy

New insights into the classification and nomenclature of cortical GABAergic interneurons

(2013) Javier DeFelipe et al.   NATURE REVIEWS NEUROSCIENCE

Neuronal Morphology Goes Digital: A Research Hub for Cellular and System Neuroscience

(2013) Ruchi Parekh et al.   NEURON

The case for open computer programs

(2012) Darrel C. Ince et al.   NATURE

The Human Brain Project

(2012) Henry Markram   SCIENTIFIC AMERICAN

Comparison between supervised and unsupervised classifications of neuronal cell types: A case study

(2010) Luis Guerra et al.   Developmental Neurobiology

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Combating the Small Sample Class Imbalance Problem Using Feature Selection

(2009) Mike Wasikowski et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

The Relation between Dendritic Geometry, Electrical Excitability, and Axonal Projections of L2/3 Interneurons in Rat Barrel Cortex

(2008) Moritz Helmstaedter et al.   CEREBRAL CORTEX

Neuronal Correlates of Local, Lateral, and Translaminar Inhibition with Reference to Cortical Columns

(2008) Moritz Helmstaedter et al.   CEREBRAL CORTEX

L-Measure: a web-accessible tool for the analysis, comparison and search of digital reconstructions of neuronal morphologies

(2008) Ruggero Scorcioni et al.   Nature Protocols

Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex

(2008)   NATURE REVIEWS NEUROSCIENCE